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HaystackOpen-source framework and enterprise platform for AI agents and RAG applications.
Comparison · AI Agents · weekly run Nov 3

AWS vs Haystack

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

AWS is the stronger AI pick in AI Agents: it has a visibility score of 12.5 versus 0 for Haystack.

Choose AWS if…

  • You want the brand AI engines rank higher (12.5 vs 0)
  • You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or FedRAMP or DoD SRG or ISO 9001 or ISO 27001 coverage
  • You prefer a larger, established vendor (5,000+ employees)
  • Core federation and multi-account management included at no extra charge

Choose Haystack if…

  • You need a self-hosted or on-premises option
  • You need SOC 2 Type 2 (vendor claim, not an independent report) coverage

AI visibility side by side

Latest weekly run · Nov 3

Metric AWS Haystack
Visibility score12.5%0%
Change vs last weekNewNew
Rank in AI Agents#11#76
Share of voice3.1%0%
Mentions this run210
Positive in AI answers16%—

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 3AWS 13%

AWS 0pp · Haystack 0pp over 0 weekly runs.

Engine by engine

AWS leads on 3 of 3 engines

ChatGPT
23.3%
0%
AI Mode
5.9%
0%
Perplexity
8.3%
0%
AWSHaystack

Head to head in AI answers

0 engine answers name both brands

0AWS ranked higher
0Haystack ranked higher

Features, pricing & fit

DimensionAWSHaystack
Deployment—Managed cloud, self-hosted, and sovereign or air-gapped environments, including STACKIT for sovereign European cloud
ComplianceSOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001SOC 2 Type 2 (vendor claim, not an independent report)
Founded20212018
HeadquartersSeattle, WashingtonBerlin, Germany
Employees5,000+51–200
Funding—Round led by Balderton Capital, with GV, Harpoon, System.One and Lunar participating · $46M raised
Best for—Teams building AI agents and RAG applications with Python

Pros and cons

Themes from the AI answers that mention each brand

AWS

  • Core federation and multi-account management included at no extra charge
  • Enterprise-grade reliability and uptime on AWS infrastructure
  • Pay-as-you-go, usage-based pricing
  • Deep integration with the AWS ecosystem and AI tools
  • Recognised by analysts such as Gartner and ISG
  • Requires strong AWS engineering or technical expertise

Haystack

Profile in progress.

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

Cite as: SlateIndex, “AWS vs Haystack”, https://slateindex.ai/compare/aws-vs-haystack, data of Nov 3, 2026. Licence: CC BY 4.0.